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license: apache-2.0
tags:
  - vision-transformer
  - deepfake-detection
  - image-classification

DeiT Base Distilled – DeepFakeDetector

Data-efficient Image Transformer (DeiT-B/16) fine-tuned for binary deepfake detection. This model utilizes distillation to improve performance and efficiency.

  • Retrained using a mix of OpenFake, WildFake, Dragon, and manual images (with a focus on classifying real images)

Labels

  • 0: real
  • 1: fake

Output

  • prob_fake ∈ [0, 1] (via softmax or sigmoid)

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